Using Deep Learning to Understand and Mitigate the Qubit Noise Environment

Abstract

A neural network is constructed to learn the environment of an arbitrary qubit, allowing the underlying noise spectrum to be extracted in a manner that is more accurate and experimentally efficient than existing methods.